{"id":"W2319232971","doi":"10.1017/s0317167100017170","title":"Neurological Registry Quality Control and Quality Assurance","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Hospital for Sick Children; University of Toronto; SickKids Foundation; Praxis Spinal Cord Institute; University of Manitoba","funders":"","keywords":"Quality assurance; Quality (philosophy); Control (management); Medicine; Action (physics); Quality control; Computer science; Medical physics; Artificial intelligence; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01861593,0.0008461808,0.003401723,0.001056314,0.002194267,0.001139065,0.002186279,0.0008240485,0.0003167799],"category_scores_gemma":[0.04923448,0.0005180942,0.001013755,0.001460643,0.01047014,0.001235044,0.000143172,0.004463381,0.00001506488],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126123,"about_ca_system_score_gemma":0.01115774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003000049,"about_ca_topic_score_gemma":0.02633068,"domain_scores_codex":[0.9842768,0.00633201,0.004831822,0.001237466,0.001522783,0.001799134],"domain_scores_gemma":[0.9781237,0.0107515,0.005539055,0.000439522,0.001127339,0.004018873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002952284,0.0001421786,0.3852732,0.001257338,0.0001763443,0.008765738,0.00008577244,0.00006984607,0.000003861813,0.001172699,0.003907809,0.59885],"study_design_scores_gemma":[0.001638406,0.08662472,0.1098639,0.001460661,0.001291928,0.1093345,0.00015345,0.0001866931,7.401727e-7,0.005260506,0.6829857,0.001198901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3407464,0.6487782,0.00005041485,0.007291535,0.001350764,0.0008640948,0.00007198764,0.00003311604,0.0008134412],"genre_scores_gemma":[0.08627856,0.8997568,0.003429773,0.009445734,0.0009719486,0.00001810598,0.000003166375,0.00003822512,0.00005765458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6790779,"threshold_uncertainty_score":0.9998978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3819672054328694,"score_gpt":0.4998694050168528,"score_spread":0.1179021995839833,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}